english language teaching vol. 2, no. 3, pp.39-65, 2015...
TRANSCRIPT
English Language Teaching
Vol. 2, No. 3, pp.39-65, 2015
Analyzing Cognitive Processes and Multiple Intelligences
in the Top-Notch Textbooks
Ali Roohani*
Assistant Professor of TEFL, Shahrekord University, Iran
Abstract
This study aimed to analyze the Top-Notch series (Fundamentals, Top-Notch 1,
Top-Notch 2, Top-Notch 3, Summit 1, and Summit 2) to find out the extent to
which these ELT textbooks could represent the six cognitive processes (i.e.,
remembering, understanding, applying, analyzing, evaluating, and creating), as
well as multiple intelligences (i.e., verbal, logical, spatial, bodily, musical,
interpersonal, intrapersonal, naturalist, and existential) drawing on revised
Bloom's taxonomy (BRT) and multiple intelligence (MI) frameworks. To this
end, content analysis was done to obtain the frequencies and percentages of
various cognitive processes, ranging from lower- to higher-order levels, and
nine intelligences. Results showed that remembering and evaluating processes
received the highest and the least percentages of cognitive processes in all the
six textbooks; applying, understanding, creating, and analyzing came in
between. Moreover, the higher-order processes (i.e., analyzing, evaluating, and
creating) were less frequently represented in the Top-Notch textbooks than
lower-order ones (i.e., remembering, understanding, and applying).
Furthermore, verbal and existential intelligences received the highest and the
least percentages of multiple intelligences in Top-Notch series. The results
imply that there is a need to improve the Top-Notch textbooks in terms of
higher-order cognitive processes and provide ground to develop various types of
intelligences.
Keywords: Cognitive Processes; Multiple Intelligences; Top-Notch
Textbooks
1. Introduction
* Assistant Professor of TEFL, Shahrekord University, Iran -Received on:19/09/2015 Accepted on:19/09/2015
Email: [email protected]
40 Analyzing Cognitive Processes and Multiple
According to Tomlinson (2003), materials are considered anything which
is used to help language learning. Among teaching materials, textbooks
play an important role in the realm of language education (Richards,
2001), and, following the teacher variable, they are considered as the
second important factor in language classrooms (Riasati & Zare, 2010);
language learners can rely on them as a self-study source and they can be
useful tool in the hands of the language teachers, especially the novice
teachers (Wen-Cheng, Chien-Hung, & Chung-Chieh, 2011). Textbooks
are “an important means of satisfying the range of needs that emerge
from the classroom and its wider context” (Hutchinson & Torres, 1994,
p.327). Second/foreign language (L2) textbook is “an almost universal
element of [language] teaching” (Hutchinson & Torres, 1994, p.315).
They represent the visible heart of any English language teaching (ELT)
program (Sheldon, 1988) and can reflect trends in ELT, learners‟ diverse
intelligences, or the pedagogic, psychological, and linguistic preferences
and biases of their authors (Allwright, 1982); they can display
(in)consistencies between „educational aspects‟ and „commercial roles‟
(Graves, 2000). Therefore, it is so important for us to know not only how
to use L2 textbooks, including ELT textbooks, but also how effective
they can be (Sheldon, 1988).
L2 textbook selection is not an easy task for the teacher. As White
(1997) states, “the selection of a textbook is one of the most important
decisions a teacher will make in shaping the content and nature of
teaching and learning” (p. 2); it sometimes requires that the teacher fully
considers learners‟ needs and styles, gathering information on the levels
of their cognitive learning and thinking processes and intelligences,
identifying how strength or weak learners are in each intelligence, and
making serious attempts to minimize their weaknesses in any specific
intelligence to bring about motivation in learners. Perhaps, one way to
know which L2 textbooks are effective and establish pedagogical values
to make a right choice for adopting a textbook for our L2 teaching is
through textbook analysis and evaluation. Textbook evaluation is a
method that includes measuring the value of a set of learning materials,
and making judgments about the impact of the materials on the
individuals utilizing them (Tomlinson, 2003). Also, as Genesee (2001)
states, “evaluation enables us to make informed decisions through which
student achievement will increase and educational programs will be more
successful” (p. 150). In this light, it is logical to evaluate ELT textbooks
in terms of levels of cognitive processes which can engage L2 learners in
thinking skills, and the types of intelligences (e.g., verbal, logical,
interpersonal, and so on) they tend to foster.
English Language Teaching, Vol. 2, No. 3, 2015 41
The revised Bloom's taxonomy (RBT) is a useful instrument for
textbook evaluation and analysis of the cognitive processes in ELT
textbooks. As Huitt (2011) states, the significant principle of the
taxonomy is that educators‟ requirement of learners‟ knowledge can be
organized in a hierarchy from less to more complex cognitive processes
(i.e., remembering, understanding, applying, analyzing, evaluating, and
creating). The RBT can be a good choice to assess the basic skills and
aligning language teaching materials and learning activities with the
cognitive thinking processes. It is a practical tool for course evaluation
(Marzano & Kendall, 2007) and assists L2 teachers form alignment
between evaluation and course objectives (Krathwohl, 2002).
In addition to the RBT, another tool which is useful for analysis
of ELT textbooks is drawing on multiple intelligences (MI) theory. “MI
theory focuses on the individuality of the learners and their different
capabilities. It helps students learn the way they are more skilled at”
(Razmjo & Jozaghi, 2010, p. 60). As Stefanakis (2002) asserts, every
individual has several intelligences and, to make the instruction more
effective; it is the instructor should use the abilities of the individual from
the very beginning through activities in instructional textbooks.
According to Armstrong (2009), MI theory can influence language
learners‟ behavior in the classroom simply by creating an environment
where learners‟ needs are recognized and attended to throughout the
school day. Thus, it is potentially worth shedding light on the
contribution of MI theory in evaluating the suitability of an ELT textbook
for a specific situation.
L2 textbooks are psychologically essential for L2 learners since
their language progress and achievement can be measured when we use
textbooks (Haycraft, 1998). In sum, the analysis of L2 textbooks requires
close examination of texts, exercises, and activities in terms of the level
of cognitive processes which a textbook offers to learners and give
insights into cognitive levels. Besides, to actively engage learners in L2
learning, we should consider the multiple ways learners can learn the
target language through L2 textbooks and taping into a variety of
multiple intelligences as a way of increasing learners‟ participation.
Therefore, this study is intended to analyze the Top-Notch series, which
is commonly used in the language schools and institutes, to see the extent
to which this ELT textbook series can engage cognitive processes and
intelligences through the activities provided in them. The results may call
a need to supplement these ELT textbooks to best enhance all the
42 Analyzing Cognitive Processes and Multiple
intelligences and cognitive processes. They may also help EFL teachers
choose textbooks that are suitable for their learners in applying MI theory
and RBT to their teaching.
2. Literature Review
2.1. Bloom’s Taxonomy
Bloom (1956) challenged teachers to categorize their current curriculum
focused on cognitive processes in order to implicate missing parts when
they were creating a curriculum. Bloom also declared that by “comparing
the goals of their present curriculum with the range of possible outcomes
[this comparison] may suggest additional goals they may wish to
include” (p. 2). He developed taxonomy of educational objectives in
terms of six-level description of thinking, which has been widely adapted
and used in variants contexts ever since. Bloom initially stated that the
cognitive domain revolves around knowledge, comprehension,
application, analysis, synthesis, and evaluation. Emphasizing higher-level
thinking and a movement to standards-based curriculum, Anderson
(2000), a former student of Bloom, led a new group and changed the
order of objectives. Anderson and Krathwohl (2001), and Krathwohl
(2002) later updated the taxonomy and called it the revised Bloom's
taxonomy (RBT) which consisted of remembering, understanding,
applying, analyzing, evaluation, and creating. As Hanna (2007) states,
they defined cognition as thinking (an active process), used verbs
(instead of nouns) to describe the action involved in thinking (see Figure
1 which displays the difference between old and new versions of Bloom's
taxonomy).
According to Anderson and Krathwohl (2001, pp. 67-68), the
cognitive processes of the RBT are ordered from simple remembering to
higher-order critical and creative thinking processes:
Remembering: retrieve relevant knowledge from long-term
memory.
Understanding: construct meaning from instructional messages,
including oral, written, and graphic communication long-term
memory.
Applying: carry out or use a procedure in a given situation.
Analyzing: Break materials into parts and determine how the
parts relate.
Evaluating: Make judgments based on criteria and standards.
English Language Teaching, Vol. 2, No. 3, 2015 43
Creating: Put elements together to form a coherent or functional
whole.
Old version New version
Figure 1. The old and new versions of Bloom's taxonomy.
2.2. MI Theory
Binet's and Simon's IQ test in 1904, which was intended to identify
learners' remedial attention, was the primarily incentive of Gardner
(1983) to develop the theory of multiple intelligences. IQ tests were
deemed appropriate measurement instruments for achievement and
success predictions for about a hundred years (Gardner, 1999). Gardner
(1983), however, criticized this view of single static intelligence and
introduced his alternative theory called multiple intelligences. Gardner
(1983) took the advantages of previous research on biological sciences,
developmental psychology, logical analysis and traditional psychological
research to introduce seven intelligences:
Verbal/linguistic intelligence refers to the degree of efficiency
of the language used by an individual.
Logical/Mathematical intelligence refers to the degree of
efficiency of reasoning and using numbers.
44 Analyzing Cognitive Processes and Multiple
Spatial/visual intelligence refers to individuals‟ abilities to
visualize and judge shapes, colors, etc through mental or
graphical capacities.
Bodily/kinesthetic intelligence refers to the individuals‟ using
of body movements and gestures to convey meaning or with
the aim of problem solving.
Musical intelligence refers to the capacity of an individual to
use music in order to let out feelings.
Interpersonal intelligence refers to the individual‟s ability to
take part in interactive situations and participate in the
negotiation of meaning.
Intrapersonal intelligences refer to the individual‟s ability to
understand him/her.
Later, Gardner (1999) introduced two other intelligences, called
naturalist and existential. Naturalist intelligence is “the ability to make
use of nature and develop classifications of natural phenomena and
species with the aim of understanding nature” (Gardner, 1999, p. 33). As
for existential intelligence, Gardner (1999) asserted it is:
The capacity to locate oneself with respect to the furthest reaches
of the cosmos … and the related capacity to locate oneself with
respect to such existential features of the human condition as the
significance of life … and such profound experiences as love of
another person or total immersion in a work of art. (p. 60)
Evaluating ELT materials has been a concern of some researchers
in the field of L2 learning. The review of literate on textbook evaluation
shows that most of the studies are concerned with the overall suitability
or suitability of L2 textbooks with respect to the language components
and skill. For instance, Hamiloğlu and Karlıova (2009) analyzed the five
selected ELT textbooks, Countdown to First Certificate, Advanced
Master class, Grammar in Context 2, New Headway Advanced, and Top-
Notch 2, in terms of vocabulary selection and teaching techniques in the
textbooks. In another study, Jahangard (2007) tried to evaluate four EFL
textbooks, which were used in Iranian senior high schools by the
Ministry of Education, based on 13 overall criteria which were extracted
from various evaluation checklists. Likewise, Riasati and Zare (2010)
evaluated New Interchange textbooks to determine overall suitability of
these textbooks through Litz‟s (2005) questionnaire.
English Language Teaching, Vol. 2, No. 3, 2015 45
Other studies have focused on the significance of visual elements
and literacy in ELT (e.g., Roohani & Zarei, 2013), gender or the status of
sexism (e.g., Ansary & Babaii, 2003), culture (e.g., Tajeddin &
Teimournezhad, 2014), and racism (Lee, 2009), among others. The
review shows that there are studies which have applied Bloom's
taxonomy and MI approach to evaluate the ELT textbooks; however,
such studies are comparatively quite small in number. For instance,
Razmjoo and Kazempourfard (2012) conducted a study to analyze
Interchange textbooks based on the RBT framework. They wanted to
find out to what extent Interchange textbooks were consistent with the
taxonomy. After collecting data, Razmjoo and Kazempourfard revealed
that the lower-order processes of the RBT were the most prevalent
learning processes in these textbooks. Also, Roohani, Taheri, and
Poorzanganeh (2014) analyzed Four Corners in the light of the RBT to
see to what extent these textbooks cover the cognitive processes of the
RBT. They found that remembering process was the most frequent level
and creating process was the least frequent level.
As for studies on evaluating the ELT textbooks based on MI
theory, Rezvani and Amiri (2012) were interested in discovering to what
extent eight English textbooks, published by SAMT, covered MI theory.
The evaluation indicated that textbook activities generally involved four
intelligences: verbal, intrapersonal, logical, and spatial intelligences;
moreover, these textbooks were not responsive to the diversity of
intelligences. Moreover, using Botelho's (2003) checklist, Taase (2012)
worked on ELT textbooks used in guidance school of Iranian education
to see to what extent MI theory had been met. He found that verbal and
visual intelligences were the most predominant ones; he did not find any
activity which promoted bodily, musical, and naturalistic intelligences.
All in all, the above textbook studies highlight some pedagogical
and academic perspectives toward L2 (including EFL) learning through
the analysis done on the L2 textbooks. But, there is still more needs for
evaluating ELT textbooks used in academic courses and language
programs in terms of cognitive processes of the RBT and MI theory,
particularly in the context where English is used as a foreign language.
Also, the close examination of the review literature indicates that many
L2 textbooks cannot satisfy learners‟ needs and personal abilities. Given
the effectiveness of Bloom's taxonomy and contribution of MI theory,
this study seeks to find out which processes of the RBT and individual
intelligences are more prevalent or dominant in the Top-Notch series.
46 Analyzing Cognitive Processes and Multiple
This way, it examines the extent to which these ELT textbooks reflect the
cognitive processes of the RBT as well as multiple intelligences (i.e.,
intelligence diversity in these textbooks). Additionally, it examines these
ELT textbooks in terms of the lower-order (i.e., remembering,
understanding, and applying) and higher-order (i.e., analyzing,
evaluating, and creating) cognitive processes. Accordingly, following
research questions have been developed:
1. Which processes of the RBT are prevalent in the Top-Notch
series?
2. How are Top-Notch series evaluated in terms of lower-order
and higher-order cognitive processes?
3. Which individual intelligences are predominant in the Top-
Notch series?
3. Methodology
3.1. Materials
For the purposes of this study, Top-Notch series (Saslow & Ascher,
2012), which was commonly used in many English language institutes,
was selected. According to Saslow and Ascher (2012), Top-Notch series
is designed for a six-level communicative course. Six textbooks selected
for the purpose of the present study include: Fundamentals (Saslow &
Ascher, 2012a), Top-Notch 1 (Saslow & Ascher, 2012b), Top-Notch 2
(Saslow & Ascher, 2012c), Top-Notch 3 (Saslow & Ascher, 2012d),
Summit 1 (Saslow & Ascher, 2012e), and Summit 2 (Saslow & Ascher,
2012f). Each textbook consists of 10 units, except for Fundamentals
which contains 14 units. Half of the units are covered in section A and
the other half in section B. Each unit is covered in four sessions and
made up of four two-page lessons, a Preview section (except for
Fundamentals), and a Review section, in which every two-page lesson is
designed for one class session. Each lesson provides vocabulary,
grammar, and social language contextualized in all four skills.
3.2. Procedure
In order to collect data, the content analysis was done in the qualitative
and quantitative manners. To do so, five units of each Top-Notch
textbook were first randomly selected to find out the dominant cognitive
process(s) and intelligence(s) and the extent to which cognitive processes
of the RBT and MI were covered. The units randomly selected were 2, 4,
English Language Teaching, Vol. 2, No. 3, 2015 47
6, 8, 12 from Fundamentals; 1, 3, 5, 7, 9 from Top-Notch 1; 1, 3, 5, 6, 8
from Top-Notch 2; 1, 3, 7, 8, 10 from Top-Notch 3; 3, 5, 6, 8, 9 from
Summit 1; and 2, 4, 6, 8, 10 from Summit 2. It was assumed that selecting
five units from each textbook could represent the profile of cognitive
processes and MI for the whole textbook; the reason was that the
structure of the units was the same and types of activities were similar in
other units.
Second, the content analysis of Top-Notch textbooks activities
was done based on the RBT by three raters. The revised Bloom's
definitions of different processes of the cognitive domain were carefully
studied and key-word examples were taken out. As very briefly shown in
Appendix A, the framework represents the six processes of the cognitive
domain from the simple recalling or recognizing of facts (as the lowest
process) through increasingly more complex and abstract mental
processes of evaluating and creating. The frequency and percentage of
each process were counted through the randomly-selected units in each
textbook by the three raters.
Third, regarding MI theory, the content analysis of Top-Notch
series activities was also done by using Botelho's (2003) checklist, which
was developed based upon definitions of intelligences (see Appendix B
for a summary of the checklist). The raters analyzed each activity of the
randomly-selected units to count the frequency and percentage of each of
nine intelligences.
Meanwhile, in order to ensure that the content analysis was
reliable, a training session was held in which the RBT and MI
frameworks were discussed by the raters. Also, they analyzed one
complete unit of Top-Notch 1 in terms of the above mentioned
frameworks. Also, current researcher employed inter-rater and intra-rater
reliability. Inter-rater reliability was obtained; the agreement coefficient
was found to be high (above .95). Regarding to ensuring intra-rater
reliability, the raters did the content analysis twice with a three-week
time interval; the degree of consistency in the two analysis attempts was
found to be high (above .95).
3.3. Sample Activities
To better understand data analysis procedures, two sample activities,
along with some explanation for analyzing the activities in the light of
the RBT and MI frameworks, are presented below. Figure 2 shows one
sample activity which caters basically for lower-order cognitive
processes.
48 Analyzing Cognitive Processes and Multiple
Figure 2. A sample shot of review activity.
(taken from Top-Notch 3 B, p. 84)
The review activity displayed in Figure 2 addresses several skills
and involves several cognitive processes. The first part (part A) is tagged
as listening comprehension, which contains two practices: learners
should listen to a conversation and circle names events, and then check
the statement as true or false. Based on the descriptions of the RBT, these
types of activities include comprehension (i.e., the understanding
process); they engage learners in understanding the audio and answering
questions. According to Bloom (1956), by means of understanding
process, learners can demonstrate understanding of facts and ideas by
organizing, comparing, translating, interpreting, giving descriptions, and
stating the main ideas; translation, interpretation, and extrapolation
belong to comprehension (i.e., understanding).
In the subsequent parts (Parts B and C), learners are supposed to
apply their previous knowledge in order to answer the questions, which
triggers the third category of the cognitive processes, that is, applying
process. According to Bloom (1956), applying level enables learners to
English Language Teaching, Vol. 2, No. 3, 2015 49
apply new knowledge and solve problems in new situations by applying
acquired knowledge, facts, techniques and rules in a different way.
Additionally, learners should write the names of holidays they know in
their own country. In other words, they should recall the names of
holidays i.e., knowledge of specific terminology and conventions.
Therefore, the remembering process of the cognitive domain is also
involved. Bloom (1956) states that learners can show the memory of
previously learned materials by recalling facts, terms, basic concepts, and
answers (e.g., knowledge of specific terminology, specific facts,
knowledge of ways and means of dealing with conventions, trends and
sequences, classifications and categories, criteria, methodology, and
knowledge of the universals and abstractions in a field).
Figure 3 demonstrates one sample activity which basically caters
for verbal intelligence.
Figure 3. A sample shot of vocabulary activity.
(taken from Fundamentals A, p. 30)
The activity displayed in Figure 3 requires L2 learners to listen to
an audio and repeat new vocabulary while looking at the pictures. The
learners use their verbal intelligence to describe the people. The general
goal of vocabulary activity is to boost vocabulary knowledge of learners
and develop listening skill. This activity which invites EFL learners to
increase linguistic knowledge is said to engage verbal intelligence, that
is, the efficiency of the language used by an individual (Gardner, 1983).
As Bottelho (2003) states, verbal intelligence is involved when learners
practice listening and speaking. In addition, this activity invites L2
learners to listen to the audio along with their pictures. They can use their
ability to visualize and judge illustrations. They may, thus, use their
spatial intelligence to identify the people.
50 Analyzing Cognitive Processes and Multiple
4. Results
To address the first research question of the study, the frequencies and
percentages of the processes of the RBT were calculated in
Fundamentals, Top-Notch 1, Top-Notch 2, Top-Notch 3, Summit 1, and
Summit 2. The results are summarized in Table 1.
Table 1. Frequencies and Percentages of the RBT in the Top-Notch
Series
Cognitive
Processes
Fu
nda
men
tals
To
p-N
otch
1
To
p-N
otch
2
To
p-N
otch
3
Su
mm
it 1
Su
mm
it 2
N % N % N % N % N % N %
Remembering 94 47.00 113 35.7
6 94 32.75 88 30.35 69
25.0
9 66
25.1
9
Understanding 26 13.00 67 21.2
0 47 16.37 68 23.45 48
17.4
5 44
16.8
0
Applying 61 30.50 69 21.8
3 51 17.77 45 15.51 52
18.9
1 49
18.7
0
Analyzing 7 3.50 17 5.38 43 15.00 27 9.31 27 9.82 29 11.0
7
Evaluating 5 2.50 22 6.97 17 5.92 20 6.90 33 12.0
0 31
11.8
3
Creating 7 3.50 28 8.86 35 12.19 42 14.48 46 16.7
3 43
16.4
1
Total 20
0 100 316 100
28
7 100
29
0 100
27
5 100
26
2 100
According to Table 1, remembering process was found to be the
most frequent level of the cognitive processes of the RBT in
Fundamentals (N = 94, 47% ), Top-Notch 1 (N = 113, 35.76% ), Top-
Notch 2 (N = 94, 32.75%), Top-Notch 3 (N = 88, 30.35%), Summit 1 (N
= 69, 25.09%), and Summit 2 (N = 66, 25.19%). Evaluating process was
found to be the least frequent level of the cognitive processes of the RBT
in Fundamentals (N = 5, 2.5%), Top-Notch 2 (N = 17, 5.92%), and Top-
Notch 3 (N = 20, 6.90%). Moreover, Analyzing process was found to be
the least frequent level of the cognitive processes of the RBT in Top-
Notch 1 (N = 17, 5.38%), Summit 1 (N = 27, 9.82%), and Summit 2 (N =
29, 11.07%).
The second most frequent level, however, was not the same in all
the six textbooks. While understanding process was the second frequent
cognitive level in Top-Notch 3, in Fundamentals, Top-Notch 1, Top-
English Language Teaching, Vol. 2, No. 3, 2015 51
Notch 2, Summit 1, and Summit 2, applying process was found to be the
second most represented level of the cognitive processes of the RBT.
In order to compare cognitive processes of the RBT represented
in the Top-Notch series, the average percentage of each process contained
and displayed in Figure 4.
Remembering
32%
Understanding
18%
Applying21%
Analyzing9%
Evaluating8%
Creating12%
Figure 4. Pie apple graph of percentages of six cognitive processes in the
Top-Notch series.
According to Figure 2, the average percentage of remembering
process was 32%, constituting a high proportion representative of the
lower-order levels. Evaluating process was found to be the least frequent
process with 8% of distribution. In between, there were, applying (21%),
understanding (18%), creating (9%), and analyzing (12%) processes.
To address the second research question of the study, the
frequencies and percentages of the cognitive processes related to the
activities representative of the lower-order and higher-order processes
were obtained (see Table 2).
As shown in Table 2, Fundamentals was to a high degree
representative of the lower-order processes (N = 181, 90.5%), and
Summit 2 had the least representation of the lower-order processes (N =
159, 60.69%). In addition, as for higher-order processes, Summit 2 had
the largest representation (N = 103, 39.31%), and Fundamentals had the
least representation (N = 19, 9.5%).
52 Analyzing Cognitive Processes and Multiple
Table 2.
Frequencies and Percentages of Lower-Order and Higher-Order
Cognitive Processes in the Top-Notch Series
Cogniti
ve
Process
es
Fu
nd
am
enta
ls
To
p-N
otch
1
To
p-N
otch
2
To
p-N
otch
3
Su
mm
it 1
Su
mm
it 2
N % N % N % N % N % N %
Lower-
order 181 90.5
24
9
78.7
9
19
2
66.8
9
20
1
69.3
1
16
9
61.4
5
15
9
60.6
9
Higher-
order 19 9.5 67
21.2
1 95
33.1
1 89
30.6
9
10
6
38.5
5
10
3
39.3
1
To test the significance of the difference in the frequency of
lower-order and higher-order processes in all the six textbooks, Chi-
Square test of significance was carried out. The result of Chi-Square test
depicted that there was a significant difference between the frequencies
of the lower-order and higher-order cognitive processes (χ2 = 74.02, df =
5, * p < .05). Table 3 reports the results of Chi-Square test on the
frequencies of the lower-order and higher-order processes in each of the
textbooks. According to Table 3, in each textbook of Top-Notch series,
there was a significant difference between the frequencies of the lower-
order and higher-order cognitive processes (*p < .05), too.
Table 3. Chi-Square Test for the Lower-Order and Higher-Order
Cognitive Processes
Chi-Square
value df p
Fundamentals 129.6 1 .000
Top-Notch 1 103.68 1 .000
Top-Notch 2 32.12 1 .000
Top-Notch 3 42.48 1 .000
Summit 1 13.98 1 .000
Summit 2 11.54 1 .000
To address the third research question of the study, the
frequencies and percentages of different intelligences were calculated in
English Language Teaching, Vol. 2, No. 3, 2015 53
Fundamentals, Top-Notch 1, Top-Notch 2, Top-Notch 3, Summit 1, and
Summit 2. The results are summarized in Table 1.
Table 4.
Frequencies and Percentages of the MI Profiles in the Top-Notch
Textbooks
MI Profiles
Fu
nda
men
tals
Top
-No
tch
1
Top
-No
tch
2
Top
-No
tch
3
Su
mm
it 1
Su
mm
it 2
N % N % N % N % N % N %
Verbal 167 38.93 171 34.13 177 33.02 199 36.92 179 36.00 173 37.44
Logical 42 9.79 74 14.77 83 15.48 73 13.54 95 19.06 101 21.86
Spatial 78 18.18 84 16.76 52 9.70 54 10.02 34 6.82 29 6.28
Bodily 16 3.73 28 5.58 41 7.65 21 3.90 11 2.20 8 1.73
Musical 61 14.28 63 12.57 56 10.45 64 11.88 41 8.23 54 11.69
Interpersonal 51 11.89 46 9.18 54 10.08 55 10.20 53 10.64 38 8.23
Intrapersonal 14 3.26 27 5.39 58 10.82 58 10.76 74 14.85 47 10.17
Naturalist 0 0.00 8 1.59 12 2.24 15 2.78 11 2.20 12 2.60
Existential 0 0.00 0 0.00 3 0.56 0 0.00 0 0.00 0 0.00
Total 429 100 501 100 536 100 539 100 498 100 462 100
As can been seen from Table 4, verbal intelligence was the most
frequent intelligence in Fundamentals (N = 167, 38.93%), Top-Notch 1
(N = 171, 34.13%), Top-Notch 2 (N = 177, 33.02%), Top-Notch 3 (N =
199, 36.92%), Summit 1 (N = 179, 36%), and Summit 2 (N = 173,
37.44%). But, naturalist and existential intelligences were the least
frequent intelligences (N = 0,%,) in Fundamentals, and existential
intelligence was the least frequent intelligence in Top-Notch 1, Top-
Notch 3, Summit 1, Summit 2 (N = 0%), and Top-Notch 2 (N = 30.56%).
In order to provide a better picture to compare the representation
of intelligences in Top-Notch series, the average percentage of each
intelligence was displayed in Figure 4.
As Figure 4 reports, verbal intelligence received the highest
percentage of intelligences in all six textbooks (36%), and existential
intelligence was almost absent in all six textbooks. Logical, musical,
spatial, interpersonal, intrapersonal, bodily, and naturalist intelligences
came in between (with 16%, 12%, 11%, 10%, 9%, 4%, and 2%,
respectively).
54 Analyzing Cognitive Processes and Multiple
Verbal36%
Logical16%
Spatial11%
Bodily4%
Musical12%
Interpersonal
10%
Intrapersonal9%
Naturalist2%
Existential0%
Figure 4. Pie apple graph of percentages of nine intelligences in the Top-
Notch series.
5. Discussion
One major finding of this study is that remembering process was found to
be the most frequent level of the cognitive processes in all six textbooks
of Top-Notch series. Activities which included remembering process in
Top-Notch series were, for example, conversational model, vocabulary
activities, and reading activities. Also, learners were supposed to do
activities such as listening to an audio to practice pronunciation examples
or to memorize some sorts of information. One plausible reason for this
major finding may be due to the importance of remembering process as
the basic level of cognitive processes of the RBT in the ELT textbooks.
This may be justified by Bloom‟s (1956) claim about the importance of
knowledge. Bloom (1956) believes that knowledge is one of the most
important learning objectives because once a person‟s knowledge or
information increases; there is also “a development of his acquaintance
with reality” (p. 32). In addition, knowledge, in Krathwohl's (2002)
terms, is regarded as a basis for the other purposes of education such as
understanding the environment, applying recently acquired information
in new situation, and critically thinking about issues. Marzano and
Kendall (2007) believe that critical thinking or problem solving, as
higher-order levels of cognitive processes, must be based upon
knowledge of our realities, that is, what we remember. According to
Anderson and Krathwohl (2001), remembering process must basically be
developed and practiced so that other levels of learning objectives can be
English Language Teaching, Vol. 2, No. 3, 2015 55
achieved by classroom learners and teachers. Thus, it could be asserted
that developers or writers of Top-Notch series were aware of basic levels
of learning objectives and their key roles in L2 learning.
Almost, the same results were found in other studies on ELT
textbook evaluation. For example, Roohani et al. (2014) found that
remembering process was the most frequent process in Four Corners,
Book 2 and book 3 (Richards & Bohlke, 2012). Moreover, Riazi and
Mosalanejad (2010) analyzed Iranian high school and pre-university ELT
textbooks in terms of Bloom's taxonomy representation and concluded
the same results that is to say; knowledge process (i.e., remembering
process) was the most frequent process.
In the present study, evaluating and analyzing processes were the
least frequently-represented levels of cognitive processes. There can be
several reasons for this major finding. For instance, one plausible reason
is that in the most ELT curricula, the most common, and perhaps, the
most general educational objectives are related to knowledge and
remembering level and this can be reflected in textbooks including ELT
ones such the ones used in the current study. The Top-Notch series, in
general, focus less on doing problem-solving tasks; in most activities,
students‟ attainment is mostly measured thorough recalling and
remembering the facts or given materials and less assessment is done
through their abilities to do problem-solving tasks. The other reason
might be related to the difficulty on the parts of the textbook writers to
develop activities to access higher levels of intellectual development. It is
easier for an L2 textbook writer to include a lower number of activities
including analyzing and evaluating processes.
However, the importance of analyzing and evaluating processes
have been accentuated by Paul (1985) who believes that analysis (i.e.,
analyzing) and evaluation (i.e., evaluating) are essential to education at
all levels. To learn how to think critically, in this view, is to learn how to
ask and answer questions of analysis, and evaluation. According to
Mayer (2002), the goal of many fields of study is to “improve learners‟
skills in analyzing educational communications” (p. 230). Moreover,
Bloom (1956) has discussed the importance of analysis (i.e., analyzing)
process:
Skill in analysis may be found as an objective of any field of
study. It is frequently expressed as one of their important
objectives by teachers of science, social studies … They wish, for
example, to develop in learners the ability to distinguish fact from
hypothesis in a communication, … to distinguish relevant from
56 Analyzing Cognitive Processes and Multiple
extraneous material, to note how one idea relates to another, … to
distinguish dominant from subordinate ideas. (p. 144)
Moreover, in every one of the six textbooks of Top-Notch series,
lower-order cognitive processes (i.e. remembering, understanding, and
applying) were discovered to be more frequent than higher-order ones.
This finding may be unjustified by many researchers. For example,
McGregor (1994) believes that by higher-order cognitive processes of the
RBT, one can go beyond the information given, adopt a critical stance,
evaluate, and have meta-cognitive awareness and problem solving
capacities. According to Thomas and Thorne (2009), higher-order
cognitive process is thinking on a level that is higher than memorizing
facts or telling something back to someone exactly the way it was told to
you. They require learners to do something with the facts, understand
them, infer from them, connect them to other facts and concepts,
categorize them, manipulate them, put them together in new or novel
ways, and apply them as we seek new solutions to new problems.
Among all six textbooks of Top-Notch series, Summit 2, the
textbook for proficient learners, mostly catered for higher-order cognitive
processes. In fact, the percentage of higher-order cognitive processes
increased from 9.5% in Fundamentals, which is written for beginner
learners, to 41.61% in Summit 2. Such a result is expected on the grounds
that learners with larger amount of language proficiency must be able to
perform more difficult cognitive activities of analyzing, evaluating and
creating. In other words, it is natural to expect more basic cognitive
levels and lower-order thinking processes for those at the lower levels of
English proficiency before do problem-solving language activities and
get involved in more complex thinking processes in the next higher level.
All in all, higher-order thinking processes, in Mabrouk's (2010) terms,
promote learners to be independent in learning by making them to be
curious in learning processes. Moreover, Rashid and Hashim (2008) have
reported a positive relationship between language proficiency and higher-
order thinking processes. These textbooks, however, could have
benefited more from the higher-order levels of learning, especially in an
era in which critical thinking is of such a great importance.
By and large, the above finding finds support the results of the
majority of the previous studies. For instance, Roohani et al. (2014)
concluded that lower-order cognitive processes were more dominant than
higher-order ones in Four Corners textbooks. Moreover, Mosallanejad
(2008) came to such a finding and found that lower levels of cognitive
skills were more frequent in Iranian senior high school and pre-university
English textbooks. Also, Gordani (2008) found that lower-order
English Language Teaching, Vol. 2, No. 3, 2015 57
cognitive skills were more prevalent than higher order ones in guidance
school English textbooks.
As for MI theory results, the activities in the Top-Notch series
were mainly representative of the verbal intelligence followed by the
logical one. It can be argued that fostering verbal intelligence is of utmost
importance for ELT textbook writers; As Gardner (1993) state, people
who have verbal intelligence find it easy to read, pick up new
vocabulary, understand more complex language, and express themselves
in speaking and writing. They would be able to make ideas clearer for
other people through their writing and verbal explanations. It is justified
that an L2 textbook to include some activities catering for verbal
intelligence type; L2 textbooks can comprise language skills like reading,
writing, speaking and listening, as well as language areas such as
grammar, pronunciation and vocabulary. Also, given that the dominant
intelligences were verbal and logical types, the possibility exists that that
the ELT textbook authors focused more on the traditional view of
intelligence and, perhaps, view of language learning. The above finding
is in line with previous research; Bottelho (2003) also found that verbal
intelligence was the most dominant intelligence in New Interchange
textbooks (Richards, Hull, & Proctor, 2005).
Bodily, naturalist, and existential intelligences were given little
attention, compared with other intelligences. One possibility is that it is
generally thought that the ability to use skillfully one‟s body for the
expression of ideas and feelings (bodily), one‟s ability of communicating
with other creatures and classifying individuals and ecological
relationships (naturalist), and ones‟ ability to understand ultimate and
philosophical issues (existential) have less to do with language learning,
in general, and L2 learning, in particular; hence, they were represented
for comparatively less than other types in the aforementioned textbooks.
Nonetheless, some scholars have stressed the significance of affective
and physical sides of learners in L2 learning. For instance, Hannaford
(1995) has argued for the relationship between body movement and
better L2 performance. Also, Roohani and Heidari (2013) have
accentuated the potentials of bodily intelligence in the use of strategies in
oral communication. Thus, a higher representation of the above-
mentioned intelligences, especially bodily/kinesthetic intelligence, in
these ELT textbooks could have been expected.
6. Conclusion and Suggestions
This study investigated the extent to which Top-Notch series
demonstrated six cognitive categories of the BRT (i.e. remembering,
58 Analyzing Cognitive Processes and Multiple
understanding, applying, analyzing, evaluating, and creating) in their
activities. The findings have revealed the high representation of the
process of remembering and a low frequency of the evaluation process in
the Top-Notch textbooks. This finding indicates that more evaluative
activities and tasks should be provided to the EFL learners so that the
learners will have the opportunity to express their opinions, feelings, and
attitudes which pave the way for them to be creative and innovative
thinkers. Also, Top-Notch textbooks are mostly limited to lower-order
levels of cognitive processes of the RBT and representation of two
intelligences i.e., verbal and logical. More particularly, much against
expectation, higher-order levels of the RBT are less frequently
represented in the advanced level of Top-Notch series; since textbooks
are one of the richest educational means through which critical thinking
should be expanded, by implication, these ELT textbooks should benefit
from higher levels of learning, i.e. analyzing, evaluating and creating
through adapting some of the activities to include more higher-order
thinking skills (such as using contextual clues and guessing meaning of
words, evaluating texts critically, recognizing authors‟ position and bias,
distinguishing between facts and opinions, and understanding authors‟
attitude).
The Top-Notch series was, to a high degree, representative of the
verbal, and to some degree, logical, and musical intelligences. This could
be regarded as a promising point for some EFL learners. However, the
greater parts of these textbooks fail to offer the innovativeness in
planning multiple activities and exercises to foster other types of
intelligences, which may mean less satisfaction for some EFL learners. It
seems reasonable to suggest that L2 teachers supplement these ELT
textbooks with extra materials or activities to celebrate diversity. Using
charts, graphs, and diagrams, video clips, power point slides, movies,
visual puzzles, imaginative storytelling, idea sketching, visual thinking
exercises, mind mapping, and color cueing can be greatly helpful.
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English Language Teaching, Vol. 2, No. 3, 2015 63
APPENDIX A
LIST OF ACTIVITIES OF EACH INTELLIGENCE
Verbal/Linguistic
1. Note taking
2. Choral Speaking
3. Retelling
4. Listening to lectures
5. Word playing games
6. Presenting
7. Reading books
8. Discussing
9. Storytelling
10. Researching
11. Debating
12. Memorizing
13. Writing
14. Reading aloud
Logical/Mathematical
1. Making outlines
2. Logic puzzling
3. Collecting data
4. Using logical argument
5. Problem solving
6. Classifying
7. Critical thinking
8. Predicting
9. Inductive/Deductive reasoning
Spatial/Visual
1. Using visual awareness activities
2. Using Graphs and tables
3. Using Videos, slides and movies
4. Using charts and grids
5. Using art
6. Using maps and photos
7. Using graphic organizers
8. Student drawings
9. Imaginative story telling
10. Painting/picture/collage
11. Mind mapping
12. Using telescopes/microscopes
Bodily/Kinesthetic
1. Using hands-on activities
2. Going on field trips
3. Role-playing
4. Using creative movements
5. Miming
6. Using body language
7. Dramatizing
8. Cooperating in group rotation
9. Cooking and other “mess” activities
Musical
1. Singing
2. Playing live music
3. Playing background music patterns
4. Tapping out poetic rhythms
5. Using background music
6. Using Student made instruments
Interpersonal
1. Pair working
2. Peer teaching
3. Participating in classroom
parties
4. Group brainstorming
5. Group problem solving
6. Project working
7. Cooperative working
8. Peer editing
9. Sharing
10. Group Studying
64 Analyzing Cognitive Processes and Multiple
Intrapersonal
1. Doing activities with a self-
evaluation component
2. Using meta-cognitive technique
3. Doing homework
4. Personal journal keeping
5. Creating checklist
6. Creating inventory
7. Doing individualized projects
8. Doing things by yourself
9. Independent reading
10. Silent reflecting
Naturalist
1. Reading outside
2. Using a microscope
3. Studying the stars
4. Collecting rocks
5. Bird watching
6. Identifying plants
7. Identifying insects
8. Building habitats
9. Going to the zoo
10. Going on a nature walk
(Adapted from Botelho, 2003, p. 146)
English Language Teaching, Vol. 2, No. 3, 2015 65
APPENDIX B DESCRIPTIONS OF THE RBT
Level Key words Examples Sample task
rubrics
Remembering
Define, describe,
identify, label, list,
match, name, outline,
reproduce, select, state
The student recalls
and/or quotes
information from
memory to the
teacher
Fill in the
blanks with
appropriate
words
Understanding
Describe, estimate,
explain, extend,
generalize, infer,
interpret, paraphrase,
predict, rewrite,
summarize, translate
The student
translates,
comprehends, or
interprets information
s/he has received
Answer the
questions
according to the
reading
Applying
Apply, change, compute,
demonstrate, discover,
manipulate, modify,
predict, prepare,
produce, relate, show,
solve, use
The student applies
the new information
in his/her future
assignments or
classroom activities
Make sentences
using the given
pattern and
words
Analyzing
Analyze, breaks down,
compare, contrast,
discriminate, distinguish,
identify, illustrate, infer,
outline, relate, select,
separate
The student compares
and contrasts a new
structure to the ones
previously learned
Compare the
following
words to see
how they sound
differently
Evaluating
Appraise, conclude,
critiques, evaluate,
judge, justifies, relate,
support
The student selects
the most effective
solution to a problem
and is able to justify
it
Which of the
followings is
the best answer
to the question?
Why?
Creating
Categorize, create,
devise, design, explain,
organize, plan, arrange,
reconstruct
The student integrates
information from
several sources to
solve a specific
problem or to answer
a question
Make sentences
using the
scrambled
words